A Ladder of Causal Distances

5 May 2020

Papers citing "A Ladder of Causal Distances"

11 / 11 papers shown

Title
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data A. Gentzel Dan Garant David D. Jensen CML ELM 44 45 0 11 Oct 2019
Causal Discovery Toolbox: Uncover causal relationships in Python Diviyan Kalainathan Olivier Goudet CML 49 82 0 06 Mar 2019
Learning and Testing Causal Models with Interventions Jayadev Acharya Arnab Bhattacharyya C. Daskalakis S. Kandasamy CML 40 53 0 24 May 2018
Comparative Benchmarking of Causal Discovery Techniques Karamjit Singh Garima Gupta Vartika Tewari Gautam M. Shroff CML 83 12 0 18 Aug 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 191 1,576 0 20 Mar 2017
The Mythos of Model Interpretability Zachary Chase Lipton FaML 152 3,685 0 10 Jun 2016
A note on the evaluation of generative models Lucas Theis Aaron van den Oord Matthias Bethge EGVM 93 1,145 0 05 Nov 2015
Concave Penalized Estimation of Sparse Gaussian Bayesian Networks Bryon Aragam Qing Zhou CML 95 107 0 04 Jan 2014
Finding Optimal Bayesian Networks D. M. Chickering Christopher Meek TPM 83 152 0 12 Dec 2012
Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs Silvia Acid L. M. D. Campos 155 134 0 30 Jun 2011
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 184 744 0 30 Jul 2009